SOCCERIndex: An Estimate of Recreational Soccer Players’ Physical Ability by Health Status and Lifestyle Habits

Soccer is practiced by professionals, amateurs, and recreational players. The physical assessment tools used by professionals are rarely available in recreational settings. Given the widespread participation and potential health benefits of soccer activity, it becomes essential to identify simple and accessible indicators that can help to characterize physical ability in non-professional players. This cross-sectional observational work explores which health status and lifestyle indices can be useful to estimate physical ability in recreational male soccer players when field testing is not feasible. Sixty-six participants volunteered in the study. Five performance field tests were conducted, and a related overall physical ability index (KPI<sub>tot</sub>) was defined, while a questionnaire was developed to investigate nine BIO<sub>Indices</sub> (BMI, age, physical activity level, job, alcohol consumption, smoking habits, sports career, occurring injuries, medical history). Data for the selected performance tests are reported for the recruited recreational athletes. KPI<sub>tot</sub> was estimated from BIO<sub>Indices</sub>, using a stepwise backward regression. The selected model, named SOCCER<sub>Index</sub>, incorporates six out of nine BIO<sub>Indices</sub>, excluding smoking habits, sports career, and medical history (R<sup>2</sup> = 0.536). In conclusion, with a simple questionnaire, an estimate of soccer players' physical ability can be obtained. Further data collection is needed to obtain a more generalizable and robust SOCCER<sub>Index</sub>.

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Publication Details

Journal
Sports
Published
2026-02-05
DOI
https://doi.org/10.3390/sports14020068
Primary Topic
Cardiovascular Effects of Exercise
Type
article
Field-Weighted Citation Impact
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article

SOCCERIndex: An Estimate of Recreational Soccer Players’ Physical Ability by Health Status and Lifestyle Habits

Beatrice De Lazzari, Valentina Camomilla, Federico Caramia, Paolo Salvatore et al.
Sports
Cardiovascular Effects of Exercise
article

SOCCERIndex: An Estimate of Recreational Soccer Players’ Physical Ability by Health Status and Lifestyle Habits

Beatrice De Lazzari, Valentina Camomilla, Federico Caramia, Paolo Salvatore, Filippo Lupi, Giuseppe Vannozzi
article en

Abstract

Soccer is practiced by professionals, amateurs, and recreational players. The physical assessment tools used by professionals are rarely available in recreational settings. Given the widespread participation and potential health benefits of soccer activity, it becomes essential to identify simple and accessible indicators that can help to characterize physical ability in non-professional players. This cross-sectional observational work explores which health status and lifestyle indices can be useful to estimate physical ability in recreational male soccer players when field testing is not feasible. Sixty-six participants volunteered in the study. Five performance field tests were conducted, and a related overall physical ability index (KPI<sub>tot</sub>) was defined, while a questionnaire was developed to investigate nine BIO<sub>Indices</sub> (BMI, age, physical activity level, job, alcohol consumption, smoking habits, sports career, occurring injuries, medical history). Data for the selected performance tests are reported for the recruited recreational athletes. KPI<sub>tot</sub> was estimated from BIO<sub>Indices</sub>, using a stepwise backward regression. The selected model, named SOCCER<sub>Index</sub>, incorporates six out of nine BIO<sub>Indices</sub>, excluding smoking habits, sports career, and medical history (R<sup>2</sup> = 0.536). In conclusion, with a simple questionnaire, an estimate of soccer players' physical ability can be obtained. Further data collection is needed to obtain a more generalizable and robust SOCCER<sub>Index</sub>.

SportsVol. 14(2)
Foro Italico University of Rome (IT), Scuola Nazionale dell'Amministrazione (IT)
Good health and well-being
Openalex Percentile: Top 66%
Cardiovascular Effects of Exercise
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SOCCERIndex: An Estimate of Recreational Soccer Players’ Physical Ability by Health Status and Lifestyle Habits — Beatrice De Lazzari, Valentina Camomilla, et al. · Sports (2026) | TGRS Research Map | TGRS